DocumentCode :
670419
Title :
Sports biomechanics infomation acquisition and analysis based on Miniature Inertial Measurement
Author :
Zeyuan Lu ; Su Benyue ; Wang Guangjun ; Cao Huibin ; Ma Tingting ; Shuang Feng ; Ge Yunjian
Author_Institution :
Robot Sensors & Human-Machine Interaction Lab., Inst. of Intell. Machines, Hefei, China
fYear :
2013
fDate :
26-29 May 2013
Firstpage :
144
Lastpage :
148
Abstract :
To fully evaluate the quality of movement the athlete performed, sports biomechanics information acquisition and analysis at barycenter is conducted based on Miniature Inertial Measurement Unit. The methods to acquire accurate speed, key point identification and index of redundant movement of the subject are proposed. Key point detection is realized by cascaded logical analysis. Velocity estimation is derived by approximate equation. Gesture Energy index is proposed which provides quantity clue for distinguishing of sports quality based on angular velocity record from Miniature Inertial Measurement Unit corresponding to key point. Experiments of measurements on athletes are done to prove the validation of the methods put forward. The velocity results of approximate equation are comparable to the results of video analysis. Phase identification procedure and Gesture Energy index are also proven to be practicable. The methods could offer some aided information to coaches in daily training.
Keywords :
biomechanics; data acquisition; sport; angular velocity record; approximate equation; athlete movement quality; barycenter; cascaded logical analysis; daily training; gesture energy index; information acquisition; information analysis; key point detection; key point identification; miniature inertial measurement; redundant movement index; sports biomechanics information; velocity estimation; Estimation; Gyroscopes; Legged locomotion; Magnetic resonance imaging; MIMU; phase identification; sports biomechanica;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cyber Technology in Automation, Control and Intelligent Systems (CYBER), 2013 IEEE 3rd Annual International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4799-0610-9
Type :
conf
DOI :
10.1109/CYBER.2013.6705435
Filename :
6705435
Link To Document :
بازگشت